Overview
Brought to you by YData
Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 20000 |
| Missing cells | 5828 |
| Missing cells (%) | 1.5% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.2 MiB |
| Average record size in memory | 168.0 B |
Variable types
| Numeric | 16 |
|---|---|
| Categorical | 4 |
efficiency is highly overall correlated with irradiance | High correlation |
error_code is highly overall correlated with has_error | High correlation |
has_error is highly overall correlated with error_code | High correlation |
irradiance is highly overall correlated with efficiency and 1 other fields | High correlation |
module_temperature is highly overall correlated with temperature | High correlation |
power_output is highly overall correlated with voltage | High correlation |
soiled_irradiance is highly overall correlated with irradiance and 1 other fields | High correlation |
soiling_ratio is highly overall correlated with soiled_irradiance | High correlation |
temperature is highly overall correlated with module_temperature | High correlation |
voltage is highly overall correlated with power_output | High correlation |
power_output has 1925 (9.6%) missing values | Missing |
temp_diff has 1947 (9.7%) missing values | Missing |
soiled_irradiance has 1956 (9.8%) missing values | Missing |
temperature has 389 (1.9%) zeros | Zeros |
maintenance_count has 349 (1.7%) zeros | Zeros |
voltage has 5158 (25.8%) zeros | Zeros |
efficiency has 631 (3.2%) zeros | Zeros |
power_output has 4901 (24.5%) zeros | Zeros |
Reproduction
| Analysis started | 2025-06-08 14:29:54.631514 |
|---|---|
| Analysis finished | 2025-06-08 14:30:20.124580 |
| Duration | 25.49 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
temperature
Real number (ℝ)
High correlation  Zeros 
| Distinct | 18579 |
|---|---|
| Distinct (%) | 92.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.059378 |
| Minimum | 0 |
|---|---|
| Maximum | 147.39417 |
| Zeros | 389 |
| Zeros (%) | 1.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 312.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5.2925856 |
| Q1 | 17.311474 |
| median | 24.720345 |
| Q3 | 32.360468 |
| 95-th percentile | 44.485509 |
| Maximum | 147.39417 |
| Range | 147.39417 |
| Interquartile range (IQR) | 15.048994 |
Descriptive statistics
| Standard deviation | 12.196201 |
|---|---|
| Coefficient of variation (CV) | 0.48669209 |
| Kurtosis | 7.5546318 |
| Mean | 25.059378 |
| Median Absolute Deviation (MAD) | 7.5213517 |
| Skewness | 1.0293426 |
| Sum | 501187.57 |
| Variance | 148.74732 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 24.72034535 | 1002 | 5.0% |
| 0 | 389 | 1.9% |
| 60 | 32 | 0.2% |
| 100 | 2 | < 0.1% |
| 7.817315336 | 1 | < 0.1% |
| 24.78572741 | 1 | < 0.1% |
| 44.00745253 | 1 | < 0.1% |
| 34.17485879 | 1 | < 0.1% |
| 12.36602051 | 1 | < 0.1% |
| 16.18000277 | 1 | < 0.1% |
| Other values (18569) | 18569 |
| Value | Count | Frequency (%) |
| 0 | 389 | |
| 0.02038933015 | 1 | < 0.1% |
| 0.03874599618 | 1 | < 0.1% |
| 0.07110273443 | 1 | < 0.1% |
| 0.08827461079 | 1 | < 0.1% |
| 0.08994888816 | 1 | < 0.1% |
| 0.09553615557 | 1 | < 0.1% |
| 0.1110309926 | 1 | < 0.1% |
| 0.1240578039 | 1 | < 0.1% |
| 0.1250704593 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 147.394168 | 1 | |
| 145.858047 | 1 | |
| 139.185993 | 1 | |
| 137.4114329 | 1 | |
| 137.0362088 | 1 | |
| 136.0511058 | 1 | |
| 134.8421121 | 1 | |
| 133.6369589 | 1 | |
| 133.549199 | 1 | |
| 133.4728321 | 1 |
irradiance
Real number (ℝ)
High correlation 
| Distinct | 19013 |
|---|---|
| Distinct (%) | 95.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 501.19399 |
| Minimum | -597.27865 |
|---|---|
| Maximum | 1537.8103 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 424 |
| Negative (%) | 2.1% |
| Memory size | 312.5 KiB |
Quantile statistics
| Minimum | -597.27865 |
|---|---|
| 5-th percentile | 95.432626 |
| Q1 | 343.00983 |
| median | 499.65473 |
| Q3 | 658.31505 |
| 95-th percentile | 909.98485 |
| Maximum | 1537.8103 |
| Range | 2135.089 |
| Interquartile range (IQR) | 315.30522 |
Descriptive statistics
| Standard deviation | 244.65658 |
|---|---|
| Coefficient of variation (CV) | 0.48814747 |
| Kurtosis | 0.14928078 |
| Mean | 501.19399 |
| Median Absolute Deviation (MAD) | 157.79223 |
| Skewness | 0.00044978994 |
| Sum | 10023880 |
| Variance | 59856.84 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 499.6547299 | 988 | 4.9% |
| 453.7844091 | 1 | < 0.1% |
| 416.2050576 | 1 | < 0.1% |
| 396.6924209 | 1 | < 0.1% |
| 174.4551233 | 1 | < 0.1% |
| 735.1411791 | 1 | < 0.1% |
| 342.9707098 | 1 | < 0.1% |
| 128.6610515 | 1 | < 0.1% |
| 570.7876392 | 1 | < 0.1% |
| 179.3519999 | 1 | < 0.1% |
| Other values (19003) | 19003 |
| Value | Count | Frequency (%) |
| -597.2786462 | 1 | |
| -471.9510854 | 1 | |
| -425.0228898 | 1 | |
| -412.1032063 | 1 | |
| -396.2451402 | 1 | |
| -382.3024883 | 1 | |
| -361.1460124 | 1 | |
| -352.1780191 | 1 | |
| -344.2743734 | 1 | |
| -315.8166756 | 1 |
| Value | Count | Frequency (%) |
| 1537.810349 | 1 | |
| 1506.456011 | 1 | |
| 1363.511601 | 1 | |
| 1358.981904 | 1 | |
| 1323.463527 | 1 | |
| 1310.314769 | 1 | |
| 1308.373416 | 1 | |
| 1302.040228 | 1 | |
| 1300.060745 | 1 | |
| 1299.735477 | 1 |
humidity
Real number (ℝ)
| Distinct | 19873 |
|---|---|
| Distinct (%) | 99.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.067173 |
| Minimum | 0.010714034 |
|---|---|
| Maximum | 99.995202 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 312.5 KiB |
Quantile statistics
| Minimum | 0.010714034 |
|---|---|
| 5-th percentile | 5.0184311 |
| Q1 | 25.432917 |
| median | 50.224152 |
| Q3 | 74.373083 |
| 95-th percentile | 95.127648 |
| Maximum | 99.995202 |
| Range | 99.984488 |
| Interquartile range (IQR) | 48.940165 |
Descriptive statistics
| Standard deviation | 28.618356 |
|---|---|
| Coefficient of variation (CV) | 0.57159919 |
| Kurtosis | -1.1634915 |
| Mean | 50.067173 |
| Median Absolute Deviation (MAD) | 24.463459 |
| Skewness | 0.0002158895 |
| Sum | 1001343.5 |
| Variance | 819.01029 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 50.22415155 | 128 | 0.6% |
| 41.24308671 | 1 | < 0.1% |
| 1.359648277 | 1 | < 0.1% |
| 3.729031261 | 1 | < 0.1% |
| 48.8900812 | 1 | < 0.1% |
| 77.51469164 | 1 | < 0.1% |
| 7.304592735 | 1 | < 0.1% |
| 34.80091211 | 1 | < 0.1% |
| 13.96070257 | 1 | < 0.1% |
| 71.82899585 | 1 | < 0.1% |
| Other values (19863) | 19863 |
| Value | Count | Frequency (%) |
| 0.01071403363 | 1 | |
| 0.01568582896 | 1 | |
| 0.01762236622 | 1 | |
| 0.02207489924 | 1 | |
| 0.02220945244 | 1 | |
| 0.02887818179 | 1 | |
| 0.03908010678 | 1 | |
| 0.040578856 | 1 | |
| 0.04399456181 | 1 | |
| 0.0455158809 | 1 |
| Value | Count | Frequency (%) |
| 99.99520178 | 1 | |
| 99.99493296 | 1 | |
| 99.99153925 | 1 | |
| 99.99066612 | 1 | |
| 99.98636146 | 1 | |
| 99.9830001 | 1 | |
| 99.98189501 | 1 | |
| 99.97130837 | 1 | |
| 99.96720424 | 1 | |
| 99.96533835 | 1 |
panel_age
Real number (ℝ)
| Distinct | 18989 |
|---|---|
| Distinct (%) | 94.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.50915 |
| Minimum | 0.001264172 |
|---|---|
| Maximum | 34.998379 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 312.5 KiB |
Quantile statistics
| Minimum | 0.001264172 |
|---|---|
| 5-th percentile | 1.886391 |
| Q1 | 9.2381133 |
| median | 17.497731 |
| Q3 | 25.832048 |
| 95-th percentile | 33.18721 |
| Maximum | 34.998379 |
| Range | 34.997115 |
| Interquartile range (IQR) | 16.593934 |
Descriptive statistics
| Standard deviation | 9.839019 |
|---|---|
| Coefficient of variation (CV) | 0.56193584 |
| Kurtosis | -1.1016902 |
| Mean | 17.50915 |
| Median Absolute Deviation (MAD) | 8.2941382 |
| Skewness | 0.0092791434 |
| Sum | 350183.01 |
| Variance | 96.806295 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 17.49773098 | 1012 | 5.1% |
| 28.89179141 | 1 | < 0.1% |
| 25.11585157 | 1 | < 0.1% |
| 11.08457842 | 1 | < 0.1% |
| 23.98348094 | 1 | < 0.1% |
| 24.50062195 | 1 | < 0.1% |
| 27.49913641 | 1 | < 0.1% |
| 24.28500556 | 1 | < 0.1% |
| 6.504700849 | 1 | < 0.1% |
| 20.0731336 | 1 | < 0.1% |
| Other values (18979) | 18979 |
| Value | Count | Frequency (%) |
| 0.001264172048 | 1 | |
| 0.001338315138 | 1 | |
| 0.001402704032 | 1 | |
| 0.001957725218 | 1 | |
| 0.005754128572 | 1 | |
| 0.009278599011 | 1 | |
| 0.009488194128 | 1 | |
| 0.009687198284 | 1 | |
| 0.01284995761 | 1 | |
| 0.01563621786 | 1 |
| Value | Count | Frequency (%) |
| 34.99837895 | 1 | |
| 34.99771455 | 1 | |
| 34.99354334 | 1 | |
| 34.99259254 | 1 | |
| 34.99135502 | 1 | |
| 34.99023835 | 1 | |
| 34.98975037 | 1 | |
| 34.98673764 | 1 | |
| 34.98465846 | 1 | |
| 34.98374268 | 1 |
maintenance_count
Real number (ℝ)
Zeros 
| Distinct | 15 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.01145 |
| Minimum | 0 |
|---|---|
| Maximum | 15 |
| Zeros | 349 |
| Zeros (%) | 1.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 312.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 4 |
| Q3 | 5 |
| 95-th percentile | 8 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.9501818 |
|---|---|
| Coefficient of variation (CV) | 0.48615383 |
| Kurtosis | 0.43825887 |
| Mean | 4.01145 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.52556644 |
| Sum | 80229 |
| Variance | 3.8032091 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 4730 | |
| 3 | 3744 | |
| 5 | 2988 | |
| 2 | 2785 | |
| 6 | 1948 | |
| 1 | 1331 | 6.7% |
| 7 | 1108 | 5.5% |
| 8 | 593 | 3.0% |
| 0 | 349 | 1.7% |
| 9 | 271 | 1.4% |
| Other values (5) | 153 | 0.8% |
| Value | Count | Frequency (%) |
| 0 | 349 | 1.7% |
| 1 | 1331 | 6.7% |
| 2 | 2785 | |
| 3 | 3744 | |
| 4 | 4730 | |
| 5 | 2988 | |
| 6 | 1948 | |
| 7 | 1108 | 5.5% |
| 8 | 593 | 3.0% |
| 9 | 271 | 1.4% |
| Value | Count | Frequency (%) |
| 15 | 1 | < 0.1% |
| 13 | 3 | < 0.1% |
| 12 | 14 | 0.1% |
| 11 | 37 | 0.2% |
| 10 | 98 | 0.5% |
| 9 | 271 | 1.4% |
| 8 | 593 | 3.0% |
| 7 | 1108 | 5.5% |
| 6 | 1948 | |
| 5 | 2988 |
soiling_ratio
Real number (ℝ)
High correlation 
| Distinct | 18991 |
|---|---|
| Distinct (%) | 95.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.69881786 |
| Minimum | 0.40014869 |
|---|---|
| Maximum | 0.99994909 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 312.5 KiB |
Quantile statistics
| Minimum | 0.40014869 |
|---|---|
| 5-th percentile | 0.43212855 |
| Q1 | 0.55853629 |
| median | 0.69766345 |
| Q3 | 0.83956868 |
| 95-th percentile | 0.96733513 |
| Maximum | 0.99994909 |
| Range | 0.5998004 |
| Interquartile range (IQR) | 0.28103239 |
Descriptive statistics
| Standard deviation | 0.16783844 |
|---|---|
| Coefficient of variation (CV) | 0.2401748 |
| Kurtosis | -1.0956318 |
| Mean | 0.69881786 |
| Median Absolute Deviation (MAD) | 0.14051645 |
| Skewness | 0.011556056 |
| Sum | 13976.357 |
| Variance | 0.028169743 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.6976634526 | 1010 | 5.1% |
| 0.7337016162 | 1 | < 0.1% |
| 0.9647902101 | 1 | < 0.1% |
| 0.7573964748 | 1 | < 0.1% |
| 0.6276416635 | 1 | < 0.1% |
| 0.9386984672 | 1 | < 0.1% |
| 0.6198386979 | 1 | < 0.1% |
| 0.9719221731 | 1 | < 0.1% |
| 0.8031991409 | 1 | < 0.1% |
| 0.4794558186 | 1 | < 0.1% |
| Other values (18981) | 18981 |
| Value | Count | Frequency (%) |
| 0.4001486939 | 1 | |
| 0.4002659362 | 1 | |
| 0.4002668671 | 1 | |
| 0.4003243192 | 1 | |
| 0.4003408622 | 1 | |
| 0.4003755211 | 1 | |
| 0.4003761213 | 1 | |
| 0.400397365 | 1 | |
| 0.4004507242 | 1 | |
| 0.400472237 | 1 |
| Value | Count | Frequency (%) |
| 0.9999490901 | 1 | |
| 0.9998690605 | 1 | |
| 0.9998270665 | 1 | |
| 0.9998085441 | 1 | |
| 0.9998060657 | 1 | |
| 0.9997940923 | 1 | |
| 0.9997751783 | 1 | |
| 0.9997078538 | 1 | |
| 0.9996710295 | 1 | |
| 0.9996626083 | 1 |
voltage
Real number (ℝ)
High correlation  Zeros 
| Distinct | 13850 |
|---|---|
| Distinct (%) | 69.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.049007 |
| Minimum | 0 |
|---|---|
| Maximum | 494.27902 |
| Zeros | 5158 |
| Zeros (%) | 25.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 312.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 12.350138 |
| Q3 | 25.81905 |
| 95-th percentile | 46.569919 |
| Maximum | 494.27902 |
| Range | 494.27902 |
| Interquartile range (IQR) | 25.81905 |
Descriptive statistics
| Standard deviation | 17.459742 |
|---|---|
| Coefficient of variation (CV) | 1.0879017 |
| Kurtosis | 70.951148 |
| Mean | 16.049007 |
| Median Absolute Deviation (MAD) | 12.350138 |
| Skewness | 4.1882241 |
| Sum | 320980.15 |
| Variance | 304.8426 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5158 | 25.8% |
| 12.35013818 | 994 | 5.0% |
| 0.7063475839 | 1 | < 0.1% |
| 13.22852319 | 1 | < 0.1% |
| 19.97657333 | 1 | < 0.1% |
| 1.670913424 | 1 | < 0.1% |
| 34.88895414 | 1 | < 0.1% |
| 12.14936529 | 1 | < 0.1% |
| 19.26342838 | 1 | < 0.1% |
| 8.036343408 | 1 | < 0.1% |
| Other values (13840) | 13840 |
| Value | Count | Frequency (%) |
| 0 | 5158 | |
| 0.009256287964 | 1 | < 0.1% |
| 0.01063779906 | 1 | < 0.1% |
| 0.01542910637 | 1 | < 0.1% |
| 0.01590607587 | 1 | < 0.1% |
| 0.02887941189 | 1 | < 0.1% |
| 0.02985059589 | 1 | < 0.1% |
| 0.03328751911 | 1 | < 0.1% |
| 0.034149682 | 1 | < 0.1% |
| 0.03956874607 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 494.2790158 | 1 | |
| 397.6997191 | 1 | |
| 392.3067753 | 1 | |
| 326.6993684 | 1 | |
| 287.8654762 | 1 | |
| 286.6203666 | 1 | |
| 283.2814161 | 1 | |
| 257.4017329 | 1 | |
| 255.3379308 | 1 | |
| 242.6205605 | 1 |
current
Real number (ℝ)
| Distinct | 19023 |
|---|---|
| Distinct (%) | 95.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7058254 |
| Minimum | 5.3963352 × 10-5 |
|---|---|
| Maximum | 7.3155969 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 312.5 KiB |
Quantile statistics
| Minimum | 5.3963352 × 10-5 |
|---|---|
| 5-th percentile | 0.1643192 |
| Q1 | 0.81355506 |
| median | 1.5584131 |
| Q3 | 2.4105315 |
| 95-th percentile | 3.7886999 |
| Maximum | 7.3155969 |
| Range | 7.3155429 |
| Interquartile range (IQR) | 1.5969764 |
Descriptive statistics
| Standard deviation | 1.1249346 |
|---|---|
| Coefficient of variation (CV) | 0.65946643 |
| Kurtosis | 0.23348612 |
| Mean | 1.7058254 |
| Median Absolute Deviation (MAD) | 0.79145915 |
| Skewness | 0.70931772 |
| Sum | 34116.509 |
| Variance | 1.2654779 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.558413082 | 978 | 4.9% |
| 1.913165343 | 1 | < 0.1% |
| 2.355551847 | 1 | < 0.1% |
| 0.9409516138 | 1 | < 0.1% |
| 1.385305134 | 1 | < 0.1% |
| 1.270745864 | 1 | < 0.1% |
| 4.017683919 | 1 | < 0.1% |
| 1.963787043 | 1 | < 0.1% |
| 0.2414732915 | 1 | < 0.1% |
| 4.191800244 | 1 | < 0.1% |
| Other values (19013) | 19013 |
| Value | Count | Frequency (%) |
| 5.396335164 × 10-5 | 1 | |
| 0.0003416714692 | 1 | |
| 0.0003524447036 | 1 | |
| 0.001252890056 | 1 | |
| 0.001329042838 | 1 | |
| 0.001475093039 | 1 | |
| 0.00159835169 | 1 | |
| 0.00237860516 | 1 | |
| 0.002625057824 | 1 | |
| 0.00287182547 | 1 |
| Value | Count | Frequency (%) |
| 7.315596866 | 1 | |
| 7.308433881 | 1 | |
| 7.121201976 | 1 | |
| 6.770585665 | 1 | |
| 6.652854124 | 1 | |
| 6.544965796 | 1 | |
| 6.540699694 | 1 | |
| 6.41024259 | 1 | |
| 6.402262011 | 1 | |
| 6.343704404 | 1 |
module_temperature
Real number (ℝ)
High correlation 
| Distinct | 18965 |
|---|---|
| Distinct (%) | 94.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.920572 |
| Minimum | 0 |
|---|---|
| Maximum | 65 |
| Zeros | 20 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 312.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10.119053 |
| Q1 | 22.001083 |
| median | 29.857669 |
| Q3 | 37.596789 |
| 95-th percentile | 49.995551 |
| Maximum | 65 |
| Range | 65 |
| Interquartile range (IQR) | 15.595706 |
Descriptive statistics
| Standard deviation | 11.825217 |
|---|---|
| Coefficient of variation (CV) | 0.39522027 |
| Kurtosis | -0.12641939 |
| Mean | 29.920572 |
| Median Absolute Deviation (MAD) | 7.8010554 |
| Skewness | 0.091010805 |
| Sum | 598411.45 |
| Variance | 139.83575 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 29.8576686 | 978 | 4.9% |
| 65 | 40 | 0.2% |
| 0 | 20 | 0.1% |
| 11.42621373 | 1 | < 0.1% |
| 20.26691589 | 1 | < 0.1% |
| 29.31204572 | 1 | < 0.1% |
| 47.56434183 | 1 | < 0.1% |
| 19.39229988 | 1 | < 0.1% |
| 57.72043617 | 1 | < 0.1% |
| 30.38201988 | 1 | < 0.1% |
| Other values (18955) | 18955 |
| Value | Count | Frequency (%) |
| 0 | 20 | |
| 0.05347103975 | 1 | < 0.1% |
| 0.1139519866 | 1 | < 0.1% |
| 0.1326711725 | 1 | < 0.1% |
| 0.1677183119 | 1 | < 0.1% |
| 0.2016679133 | 1 | < 0.1% |
| 0.2339604914 | 1 | < 0.1% |
| 0.2935541685 | 1 | < 0.1% |
| 0.3139670484 | 1 | < 0.1% |
| 0.3282753724 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 65 | 40 | |
| 64.9686027 | 1 | < 0.1% |
| 64.82239725 | 1 | < 0.1% |
| 64.73937456 | 1 | < 0.1% |
| 64.58430498 | 1 | < 0.1% |
| 64.43004806 | 1 | < 0.1% |
| 64.28942464 | 1 | < 0.1% |
| 64.26264679 | 1 | < 0.1% |
| 64.21330929 | 1 | < 0.1% |
| 64.07605657 | 1 | < 0.1% |
cloud_coverage
Real number (ℝ)
| Distinct | 18960 |
|---|---|
| Distinct (%) | 94.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51.294016 |
| Minimum | 0.00024366652 |
|---|---|
| Maximum | 1000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 312.5 KiB |
Quantile statistics
| Minimum | 0.00024366652 |
|---|---|
| 5-th percentile | 5.1418227 |
| Q1 | 26.548853 |
| median | 49.704133 |
| Q3 | 73.798123 |
| 95-th percentile | 94.764068 |
| Maximum | 1000 |
| Range | 999.99976 |
| Interquartile range (IQR) | 47.24927 |
Descriptive statistics
| Standard deviation | 47.235208 |
|---|---|
| Coefficient of variation (CV) | 0.92087172 |
| Kurtosis | 257.69703 |
| Mean | 51.294016 |
| Median Absolute Deviation (MAD) | 23.631875 |
| Skewness | 12.932404 |
| Sum | 1025880.3 |
| Variance | 2231.1649 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 49.70413334 | 1010 | 5.1% |
| 1000 | 32 | 0.2% |
| 33.96265284 | 1 | < 0.1% |
| 61.45526676 | 1 | < 0.1% |
| 70.25809504 | 1 | < 0.1% |
| 31.88822235 | 1 | < 0.1% |
| 87.82924299 | 1 | < 0.1% |
| 49.93000684 | 1 | < 0.1% |
| 38.57445515 | 1 | < 0.1% |
| 25.82702298 | 1 | < 0.1% |
| Other values (18950) | 18950 |
| Value | Count | Frequency (%) |
| 0.0002436665158 | 1 | |
| 0.002634590726 | 1 | |
| 0.009258186137 | 1 | |
| 0.01463328932 | 1 | |
| 0.01785980957 | 1 | |
| 0.02235329255 | 1 | |
| 0.02829875029 | 1 | |
| 0.06932060787 | 1 | |
| 0.07001427042 | 1 | |
| 0.07458108811 | 1 |
| Value | Count | Frequency (%) |
| 1000 | 32 | |
| 99.99926664 | 1 | < 0.1% |
| 99.99504464 | 1 | < 0.1% |
| 99.99330433 | 1 | < 0.1% |
| 99.99081415 | 1 | < 0.1% |
| 99.9849398 | 1 | < 0.1% |
| 99.98281855 | 1 | < 0.1% |
| 99.9758756 | 1 | < 0.1% |
| 99.97567072 | 1 | < 0.1% |
| 99.97114218 | 1 | < 0.1% |
wind_speed
Real number (ℝ)
| Distinct | 19881 |
|---|---|
| Distinct (%) | 99.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.4131235 |
| Minimum | 0.0012768908 |
|---|---|
| Maximum | 14.999448 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 312.5 KiB |
Quantile statistics
| Minimum | 0.0012768908 |
|---|---|
| 5-th percentile | 0.70694356 |
| Q1 | 3.6910655 |
| median | 7.3960906 |
| Q3 | 11.126792 |
| 95-th percentile | 14.194972 |
| Maximum | 14.999448 |
| Range | 14.998172 |
| Interquartile range (IQR) | 7.435726 |
Descriptive statistics
| Standard deviation | 4.3169597 |
|---|---|
| Coefficient of variation (CV) | 0.58234018 |
| Kurtosis | -1.1892225 |
| Mean | 7.4131235 |
| Median Absolute Deviation (MAD) | 3.7132941 |
| Skewness | 0.013567669 |
| Sum | 148262.47 |
| Variance | 18.636141 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.396090601 | 120 | 0.6% |
| 1.814399756 | 1 | < 0.1% |
| 8.736258932 | 1 | < 0.1% |
| 0.5226838408 | 1 | < 0.1% |
| 8.541404096 | 1 | < 0.1% |
| 3.593830062 | 1 | < 0.1% |
| 8.321732515 | 1 | < 0.1% |
| 1.400463906 | 1 | < 0.1% |
| 14.33082777 | 1 | < 0.1% |
| 0.7985304352 | 1 | < 0.1% |
| Other values (19871) | 19871 |
| Value | Count | Frequency (%) |
| 0.001276890801 | 1 | |
| 0.003187471865 | 1 | |
| 0.003230688829 | 1 | |
| 0.004040162292 | 1 | |
| 0.00530049955 | 1 | |
| 0.005899759621 | 1 | |
| 0.006134983462 | 1 | |
| 0.007067411845 | 1 | |
| 0.007375100913 | 1 | |
| 0.008568452659 | 1 |
| Value | Count | Frequency (%) |
| 14.99944848 | 1 | |
| 14.99871886 | 1 | |
| 14.99827932 | 1 | |
| 14.99825251 | 1 | |
| 14.99820857 | 1 | |
| 14.99707577 | 1 | |
| 14.99668847 | 1 | |
| 14.99638757 | 1 | |
| 14.99622288 | 1 | |
| 14.99596203 | 1 |
pressure
Real number (ℝ)
| Distinct | 19865 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1012.9808 |
| Minimum | 970.08737 |
|---|---|
| Maximum | 1052.8657 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 312.5 KiB |
Quantile statistics
| Minimum | 970.08737 |
|---|---|
| 5-th percentile | 996.54127 |
| Q1 | 1006.2367 |
| median | 1012.9061 |
| Q3 | 1019.7434 |
| 95-th percentile | 1029.4098 |
| Maximum | 1052.8657 |
| Range | 82.77835 |
| Interquartile range (IQR) | 13.506724 |
Descriptive statistics
| Standard deviation | 10.012282 |
|---|---|
| Coefficient of variation (CV) | 0.0098839798 |
| Kurtosis | -0.001467852 |
| Mean | 1012.9808 |
| Median Absolute Deviation (MAD) | 6.7440437 |
| Skewness | 0.0034961003 |
| Sum | 20259616 |
| Variance | 100.24578 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1012.906121 | 136 | 0.7% |
| 1010.922654 | 1 | < 0.1% |
| 1021.846663 | 1 | < 0.1% |
| 1008.555958 | 1 | < 0.1% |
| 1006.95788 | 1 | < 0.1% |
| 1016.00508 | 1 | < 0.1% |
| 1030.49718 | 1 | < 0.1% |
| 1012.800375 | 1 | < 0.1% |
| 1001.562627 | 1 | < 0.1% |
| 1008.750482 | 1 | < 0.1% |
| Other values (19855) | 19855 |
| Value | Count | Frequency (%) |
| 970.0873651 | 1 | |
| 970.4472023 | 1 | |
| 976.7667256 | 1 | |
| 976.9703217 | 1 | |
| 977.2483553 | 1 | |
| 977.7651052 | 1 | |
| 978.410813 | 1 | |
| 978.6249246 | 1 | |
| 979.5182422 | 1 | |
| 979.9286736 | 1 |
| Value | Count | Frequency (%) |
| 1052.865715 | 1 | |
| 1049.237906 | 1 | |
| 1048.377086 | 1 | |
| 1048.332323 | 1 | |
| 1047.463424 | 1 | |
| 1046.889941 | 1 | |
| 1046.401373 | 1 | |
| 1046.093602 | 1 | |
| 1045.75245 | 1 | |
| 1045.494797 | 1 |
string_id
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 MiB |
| 3.0 | |
|---|---|
| 1.0 | |
| 2.0 | |
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 3.0 |
| 3rd row | 2.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 3.0 | 5080 | |
| 1.0 | 5014 | |
| 2.0 | 5004 | |
| 0.0 | 4902 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3.0 | 5080 | |
| 1.0 | 5014 | |
| 2.0 | 5004 | |
| 0.0 | 4902 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 24902 | |
| . | 20000 | |
| 3 | 5080 | 8.5% |
| 1 | 5014 | 8.4% |
| 2 | 5004 | 8.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 60000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 24902 | |
| . | 20000 | |
| 3 | 5080 | 8.5% |
| 1 | 5014 | 8.4% |
| 2 | 5004 | 8.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 60000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 24902 | |
| . | 20000 | |
| 3 | 5080 | 8.5% |
| 1 | 5014 | 8.4% |
| 2 | 5004 | 8.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 60000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 24902 | |
| . | 20000 | |
| 3 | 5080 | 8.5% |
| 1 | 5014 | 8.4% |
| 2 | 5004 | 8.3% |
error_code
Categorical
High correlation 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 MiB |
| 0.0 | |
|---|---|
| 3.0 | |
| 1.0 | |
| 2.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 3.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 5977 | |
| 3.0 | 5912 | |
| 1.0 | 4100 | |
| 2.0 | 4011 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 5977 | |
| 3.0 | 5912 | |
| 1.0 | 4100 | |
| 2.0 | 4011 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 25977 | |
| . | 20000 | |
| 3 | 5912 | 9.9% |
| 1 | 4100 | 6.8% |
| 2 | 4011 | 6.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 60000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 25977 | |
| . | 20000 | |
| 3 | 5912 | 9.9% |
| 1 | 4100 | 6.8% |
| 2 | 4011 | 6.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 60000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 25977 | |
| . | 20000 | |
| 3 | 5912 | 9.9% |
| 1 | 4100 | 6.8% |
| 2 | 4011 | 6.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 60000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 25977 | |
| . | 20000 | |
| 3 | 5912 | 9.9% |
| 1 | 4100 | 6.8% |
| 2 | 4011 | 6.7% |
installation_type
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 MiB |
| 3.0 | |
|---|---|
| 2.0 | |
| 1.0 | |
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 2.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 3.0 | 5067 | |
| 2.0 | 5028 | |
| 1.0 | 4990 | |
| 0.0 | 4915 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3.0 | 5067 | |
| 2.0 | 5028 | |
| 1.0 | 4990 | |
| 0.0 | 4915 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 24915 | |
| . | 20000 | |
| 3 | 5067 | 8.4% |
| 2 | 5028 | 8.4% |
| 1 | 4990 | 8.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 60000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 24915 | |
| . | 20000 | |
| 3 | 5067 | 8.4% |
| 2 | 5028 | 8.4% |
| 1 | 4990 | 8.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 60000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 24915 | |
| . | 20000 | |
| 3 | 5067 | 8.4% |
| 2 | 5028 | 8.4% |
| 1 | 4990 | 8.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 60000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 24915 | |
| . | 20000 | |
| 3 | 5067 | 8.4% |
| 2 | 5028 | 8.4% |
| 1 | 4990 | 8.3% |
efficiency
Real number (ℝ)
High correlation  Zeros 
| Distinct | 19370 |
|---|---|
| Distinct (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.51026029 |
| Minimum | 0 |
|---|---|
| Maximum | 0.98706569 |
| Zeros | 631 |
| Zeros (%) | 3.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 312.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.32449066 |
| Q1 | 0.44561263 |
| median | 0.51570943 |
| Q3 | 0.59032438 |
| 95-th percentile | 0.71235252 |
| Maximum | 0.98706569 |
| Range | 0.98706569 |
| Interquartile range (IQR) | 0.14471174 |
Descriptive statistics
| Standard deviation | 0.14041959 |
|---|---|
| Coefficient of variation (CV) | 0.27519209 |
| Kurtosis | 3.7308241 |
| Mean | 0.51026029 |
| Median Absolute Deviation (MAD) | 0.07230852 |
| Skewness | -1.1557189 |
| Sum | 10205.206 |
| Variance | 0.019717662 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 631 | 3.2% |
| 0.3418737229 | 1 | < 0.1% |
| 0.3761270807 | 1 | < 0.1% |
| 0.5371956997 | 1 | < 0.1% |
| 0.4668498196 | 1 | < 0.1% |
| 0.5386002931 | 1 | < 0.1% |
| 0.3797708453 | 1 | < 0.1% |
| 0.4755599593 | 1 | < 0.1% |
| 0.4453078026 | 1 | < 0.1% |
| 0.5328767948 | 1 | < 0.1% |
| Other values (19360) | 19360 |
| Value | Count | Frequency (%) |
| 0 | 631 | |
| 0.1 | 1 | < 0.1% |
| 0.1326277174 | 1 | < 0.1% |
| 0.146358205 | 1 | < 0.1% |
| 0.1620733005 | 1 | < 0.1% |
| 0.1689094674 | 1 | < 0.1% |
| 0.1746869306 | 1 | < 0.1% |
| 0.1857529344 | 1 | < 0.1% |
| 0.1925767973 | 1 | < 0.1% |
| 0.1935003387 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.9870656933 | 1 | |
| 0.9753445706 | 1 | |
| 0.9512654882 | 1 | |
| 0.9458545172 | 1 | |
| 0.9450777667 | 1 | |
| 0.9419998125 | 1 | |
| 0.9404465828 | 1 | |
| 0.940072698 | 1 | |
| 0.9378884848 | 1 | |
| 0.9371407315 | 1 |
power_output
Real number (ℝ)
High correlation  Missing  Zeros 
| Distinct | 13175 |
|---|---|
| Distinct (%) | 72.9% |
| Missing | 1925 |
| Missing (%) | 9.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.076299 |
| Minimum | 0 |
|---|---|
| Maximum | 669.18064 |
| Zeros | 4901 |
| Zeros (%) | 24.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 312.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 12.740142 |
| Q3 | 43.3739 |
| 95-th percentile | 116.11693 |
| Maximum | 669.18064 |
| Range | 669.18064 |
| Interquartile range (IQR) | 43.3739 |
Descriptive statistics
| Standard deviation | 43.731186 |
|---|---|
| Coefficient of variation (CV) | 1.4540082 |
| Kurtosis | 16.818697 |
| Mean | 30.076299 |
| Median Absolute Deviation (MAD) | 12.740142 |
| Skewness | 2.9329831 |
| Sum | 543629.1 |
| Variance | 1912.4166 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4901 | 24.5% |
| 44.470168 | 1 | < 0.1% |
| 15.41585177 | 1 | < 0.1% |
| 1.505516903 | 1 | < 0.1% |
| 43.64401926 | 1 | < 0.1% |
| 20.46725179 | 1 | < 0.1% |
| 41.94521813 | 1 | < 0.1% |
| 73.45256112 | 1 | < 0.1% |
| 41.91328968 | 1 | < 0.1% |
| 1.334472225 | 1 | < 0.1% |
| Other values (13165) | 13165 | |
| (Missing) | 1925 | 9.6% |
| Value | Count | Frequency (%) |
| 0 | 4901 | |
| 9.059177367 × 10-5 | 1 | < 0.1% |
| 0.0003606410336 | 1 | < 0.1% |
| 0.001050009258 | 1 | < 0.1% |
| 0.001934566193 | 1 | < 0.1% |
| 0.002951479598 | 1 | < 0.1% |
| 0.00461907666 | 1 | < 0.1% |
| 0.004765796956 | 1 | < 0.1% |
| 0.008082551429 | 1 | < 0.1% |
| 0.01108578518 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 669.1806354 | 1 | |
| 653.9742401 | 1 | |
| 653.5994148 | 1 | |
| 547.5430146 | 1 | |
| 503.3584616 | 1 | |
| 473.5141884 | 1 | |
| 471.8738072 | 1 | |
| 454.0587844 | 1 | |
| 372.1492654 | 1 | |
| 366.1279206 | 1 |
temp_diff
Real number (ℝ)
Missing 
| Distinct | 18024 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 1947 |
| Missing (%) | 9.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.8258364 |
| Minimum | -102.68754 |
|---|---|
| Maximum | 16.948519 |
| Zeros | 17 |
| Zeros (%) | 0.1% |
| Negative | 859 |
| Negative (%) | 4.3% |
| Memory size | 312.5 KiB |
Quantile statistics
| Minimum | -102.68754 |
|---|---|
| 5-th percentile | 0.064783169 |
| Q1 | 2.9948132 |
| median | 5 |
| Q3 | 7.034932 |
| 95-th percentile | 9.9472973 |
| Maximum | 16.948519 |
| Range | 119.63605 |
| Interquartile range (IQR) | 4.0401188 |
Descriptive statistics
| Standard deviation | 5.255553 |
|---|---|
| Coefficient of variation (CV) | 1.089045 |
| Kurtosis | 247.88394 |
| Mean | 4.8258364 |
| Median Absolute Deviation (MAD) | 2.018339 |
| Skewness | -12.968018 |
| Sum | 87120.824 |
| Variance | 27.620837 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 17 | 0.1% |
| 5 | 14 | 0.1% |
| 4.380869588 | 1 | < 0.1% |
| 1.210889028 | 1 | < 0.1% |
| 2.846758719 | 1 | < 0.1% |
| 7.793743918 | 1 | < 0.1% |
| 6.824157296 | 1 | < 0.1% |
| 6.459257973 | 1 | < 0.1% |
| 3.523887191 | 1 | < 0.1% |
| 5.44775948 | 1 | < 0.1% |
| Other values (18014) | 18014 | |
| (Missing) | 1947 | 9.7% |
| Value | Count | Frequency (%) |
| -102.6875354 | 1 | |
| -102.0189038 | 1 | |
| -100.3924088 | 1 | |
| -100.1048193 | 1 | |
| -100.0360788 | 1 | |
| -99.94652896 | 1 | |
| -99.91779095 | 1 | |
| -99.70816374 | 1 | |
| -99.40042955 | 1 | |
| -98.55538856 | 1 |
| Value | Count | Frequency (%) |
| 16.94851946 | 1 | |
| 16.33105245 | 1 | |
| 16.12899216 | 1 | |
| 15.52686766 | 1 | |
| 15.1953028 | 1 | |
| 15.15714615 | 1 | |
| 14.61880932 | 1 | |
| 14.56366968 | 1 | |
| 14.55825899 | 1 | |
| 14.51167988 | 1 |
soiled_irradiance
Real number (ℝ)
High correlation  Missing 
| Distinct | 18044 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 1956 |
| Missing (%) | 9.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 150.57722 |
| Minimum | -205.90091 |
|---|---|
| Maximum | 772.93546 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 407 |
| Negative (%) | 2.0% |
| Memory size | 312.5 KiB |
Quantile statistics
| Minimum | -205.90091 |
|---|---|
| 5-th percentile | 5.2715591 |
| Q1 | 53.113682 |
| median | 124.71497 |
| Q3 | 224.56236 |
| 95-th percentile | 386.1347 |
| Maximum | 772.93546 |
| Range | 978.83637 |
| Interquartile range (IQR) | 171.44868 |
Descriptive statistics
| Standard deviation | 122.43643 |
|---|---|
| Coefficient of variation (CV) | 0.81311393 |
| Kurtosis | 0.61597188 |
| Mean | 150.57722 |
| Median Absolute Deviation (MAD) | 81.926921 |
| Skewness | 0.91024014 |
| Sum | 2717015.3 |
| Variance | 14990.68 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 209.264932 | 1 | < 0.1% |
| 1.24000927 | 1 | < 0.1% |
| 111.5002352 | 1 | < 0.1% |
| 152.9600748 | 1 | < 0.1% |
| 36.27294023 | 1 | < 0.1% |
| 304.2861641 | 1 | < 0.1% |
| 90.65409663 | 1 | < 0.1% |
| 22.28664099 | 1 | < 0.1% |
| 113.3925753 | 1 | < 0.1% |
| 124.9326719 | 1 | < 0.1% |
| Other values (18034) | 18034 | |
| (Missing) | 1956 | 9.8% |
| Value | Count | Frequency (%) |
| -205.9009104 | 1 | |
| -172.4255941 | 1 | |
| -169.6456547 | 1 | |
| -166.3414282 | 1 | |
| -163.6260284 | 1 | |
| -153.4384448 | 1 | |
| -145.5407317 | 1 | |
| -141.9649507 | 1 | |
| -141.887943 | 1 | |
| -139.8049336 | 1 |
| Value | Count | Frequency (%) |
| 772.9354645 | 1 | |
| 756.9436507 | 1 | |
| 710.6868742 | 1 | |
| 695.3161789 | 1 | |
| 683.5683944 | 1 | |
| 678.3565703 | 1 | |
| 676.653022 | 1 | |
| 672.0853583 | 1 | |
| 668.8702254 | 1 | |
| 667.968964 | 1 |
has_error
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 MiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 14088 | |
| 0 | 5912 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 14088 | |
| 0 | 5912 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 14088 | |
| 0 | 5912 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 20000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 14088 | |
| 0 | 5912 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 20000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 14088 | |
| 0 | 5912 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 20000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 14088 | |
| 0 | 5912 |
Interactions
Correlations
| cloud_coverage | current | efficiency | error_code | has_error | humidity | installation_type | irradiance | maintenance_count | module_temperature | panel_age | power_output | pressure | soiled_irradiance | soiling_ratio | string_id | temp_diff | temperature | voltage | wind_speed | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| cloud_coverage | 1.000 | -0.003 | -0.011 | 0.000 | 0.000 | 0.003 | 0.014 | -0.006 | -0.009 | -0.002 | -0.003 | -0.008 | 0.008 | -0.007 | 0.004 | 0.000 | 0.001 | 0.001 | -0.007 | -0.000 |
| current | -0.003 | 1.000 | 0.318 | 0.000 | 0.014 | -0.004 | 0.000 | 0.424 | -0.009 | 0.006 | 0.006 | 0.453 | -0.009 | 0.250 | -0.003 | 0.000 | -0.003 | 0.006 | 0.114 | 0.001 |
| efficiency | -0.011 | 0.318 | 1.000 | 0.016 | 0.012 | -0.080 | 0.008 | 0.701 | 0.019 | -0.057 | -0.228 | 0.290 | -0.007 | 0.141 | 0.355 | 0.011 | -0.011 | -0.053 | 0.206 | -0.008 |
| error_code | 0.000 | 0.000 | 0.016 | 1.000 | 1.000 | 0.000 | 0.000 | 0.016 | 0.016 | 0.000 | 0.000 | 0.011 | 0.000 | 0.012 | 0.014 | 0.004 | 0.011 | 0.000 | 0.000 | 0.000 |
| has_error | 0.000 | 0.014 | 0.012 | 1.000 | 1.000 | 0.000 | 0.000 | 0.016 | 0.016 | 0.000 | 0.000 | 0.024 | 0.013 | 0.021 | 0.016 | 0.000 | 0.016 | 0.005 | 0.011 | 0.000 |
| humidity | 0.003 | -0.004 | -0.080 | 0.000 | 0.000 | 1.000 | 0.011 | 0.001 | -0.002 | 0.000 | -0.008 | -0.008 | 0.013 | -0.003 | 0.001 | 0.003 | -0.004 | 0.001 | -0.004 | 0.001 |
| installation_type | 0.014 | 0.000 | 0.008 | 0.000 | 0.000 | 0.011 | 1.000 | 0.000 | 0.015 | 0.000 | 0.000 | 0.010 | 0.013 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 |
| irradiance | -0.006 | 0.424 | 0.701 | 0.016 | 0.016 | 0.001 | 0.000 | 1.000 | -0.009 | 0.009 | 0.006 | 0.386 | -0.008 | 0.582 | 0.005 | 0.005 | -0.004 | 0.012 | 0.270 | -0.005 |
| maintenance_count | -0.009 | -0.009 | 0.019 | 0.016 | 0.016 | -0.002 | 0.015 | -0.009 | 1.000 | 0.003 | -0.005 | -0.004 | 0.008 | -0.027 | 0.024 | 0.004 | 0.009 | -0.003 | 0.002 | -0.010 |
| module_temperature | -0.002 | 0.006 | -0.057 | 0.000 | 0.000 | 0.000 | 0.000 | 0.009 | 0.003 | 1.000 | -0.006 | -0.002 | -0.008 | -0.001 | 0.005 | 0.003 | 0.233 | 0.915 | -0.003 | -0.008 |
| panel_age | -0.003 | 0.006 | -0.228 | 0.000 | 0.000 | -0.008 | 0.000 | 0.006 | -0.005 | -0.006 | 1.000 | 0.008 | 0.002 | 0.005 | 0.001 | 0.000 | 0.005 | -0.008 | 0.008 | 0.012 |
| power_output | -0.008 | 0.453 | 0.290 | 0.011 | 0.024 | -0.008 | 0.010 | 0.386 | -0.004 | -0.002 | 0.008 | 1.000 | 0.001 | 0.226 | 0.003 | 0.000 | -0.012 | -0.003 | 0.886 | 0.005 |
| pressure | 0.008 | -0.009 | -0.007 | 0.000 | 0.013 | 0.013 | 0.013 | -0.008 | 0.008 | -0.008 | 0.002 | 0.001 | 1.000 | -0.000 | -0.005 | 0.000 | -0.002 | -0.003 | 0.002 | -0.001 |
| soiled_irradiance | -0.007 | 0.250 | 0.141 | 0.012 | 0.021 | -0.003 | 0.000 | 0.582 | -0.027 | -0.001 | 0.005 | 0.226 | -0.000 | 1.000 | -0.736 | 0.000 | -0.007 | -0.003 | 0.164 | -0.003 |
| soiling_ratio | 0.004 | -0.003 | 0.355 | 0.014 | 0.016 | 0.001 | 0.000 | 0.005 | 0.024 | 0.005 | 0.001 | 0.003 | -0.005 | -0.736 | 1.000 | 0.000 | 0.002 | 0.007 | 0.001 | -0.003 |
| string_id | 0.000 | 0.000 | 0.011 | 0.004 | 0.000 | 0.003 | 0.000 | 0.005 | 0.004 | 0.003 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.014 | 0.007 | 0.004 |
| temp_diff | 0.001 | -0.003 | -0.011 | 0.011 | 0.016 | -0.004 | 0.000 | -0.004 | 0.009 | 0.233 | 0.005 | -0.012 | -0.002 | -0.007 | 0.002 | 0.000 | 1.000 | -0.004 | -0.009 | -0.003 |
| temperature | 0.001 | 0.006 | -0.053 | 0.000 | 0.005 | 0.001 | 0.000 | 0.012 | -0.003 | 0.915 | -0.008 | -0.003 | -0.003 | -0.003 | 0.007 | 0.014 | -0.004 | 1.000 | -0.003 | -0.008 |
| voltage | -0.007 | 0.114 | 0.206 | 0.000 | 0.011 | -0.004 | 0.000 | 0.270 | 0.002 | -0.003 | 0.008 | 0.886 | 0.002 | 0.164 | 0.001 | 0.007 | -0.009 | -0.003 | 1.000 | 0.003 |
| wind_speed | -0.000 | 0.001 | -0.008 | 0.000 | 0.000 | 0.001 | 0.008 | -0.005 | -0.010 | -0.008 | 0.012 | 0.005 | -0.001 | -0.003 | -0.003 | 0.004 | -0.003 | -0.008 | 0.003 | 1.000 |
Missing values
Sample
| temperature | irradiance | humidity | panel_age | maintenance_count | soiling_ratio | voltage | current | module_temperature | cloud_coverage | wind_speed | pressure | string_id | error_code | installation_type | efficiency | power_output | temp_diff | soiled_irradiance | has_error | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| id | ||||||||||||||||||||
| 0 | 7.817315 | 576.179270 | 41.243087 | 32.135501 | 4.0 | 0.803199 | 37.403527 | 1.963787 | 13.691147 | 62.494044 | 12.824912 | 1018.866505 | 0.0 | 3.0 | 2.0 | 0.562096 | 73.452561 | 5.873832 | 113.392575 | 0 |
| 1 | 24.785727 | 240.003973 | 1.359648 | 19.977460 | 8.0 | 0.479456 | 21.843315 | 0.241473 | 27.545096 | 43.851238 | 12.012044 | 1025.623854 | 3.0 | 0.0 | 0.0 | 0.396447 | 5.274577 | 2.759369 | 124.932672 | 1 |
| 2 | 46.652695 | 687.612799 | 91.265368 | 1.496401 | 4.0 | 0.822398 | 48.222882 | 4.191800 | 43.363708 | 49.704133 | 1.814400 | 1010.922654 | 2.0 | 0.0 | 2.0 | 0.573776 | 202.140687 | -3.288987 | 122.121081 | 1 |
| 3 | 53.339567 | 735.141179 | 96.190955 | 18.491582 | 3.0 | 0.837529 | 46.295748 | 0.960567 | 57.720436 | 67.361473 | 8.736259 | 1021.846663 | 0.0 | 3.0 | 0.0 | 0.629009 | 44.470168 | 4.380870 | 119.439390 | 0 |
| 4 | 5.575374 | 12.241203 | 27.495073 | 30.722697 | 6.0 | 0.551833 | 0.000000 | 0.898062 | 6.786263 | 3.632000 | 0.522684 | 1008.555958 | 1.0 | 0.0 | 1.0 | 0.341874 | 0.000000 | 1.210889 | 5.486107 | 1 |
| 5 | 16.545541 | 174.455123 | 86.116835 | 29.853202 | 5.0 | 0.962880 | 5.356320 | 2.878068 | 19.392300 | 11.170874 | 8.541404 | 1006.957880 | 2.0 | 0.0 | 3.0 | 0.376127 | 15.415852 | 2.846759 | 6.475750 | 1 |
| 6 | 18.728064 | 531.960101 | 91.252254 | 20.672099 | 4.0 | 0.911821 | 0.706348 | 2.131411 | 26.521808 | 31.736361 | 3.593830 | 1016.005080 | 0.0 | 0.0 | 1.0 | 0.537196 | 1.505517 | 7.793744 | 46.907643 | 1 |
| 7 | 52.060643 | 420.939352 | 22.072665 | 4.106320 | 3.0 | 0.528694 | 13.228523 | 3.299236 | 58.884800 | 59.135879 | 8.321733 | 1030.497180 | 2.0 | 1.0 | 0.0 | 0.466850 | 43.644019 | 6.824157 | 198.391261 | 1 |
| 8 | 24.180080 | 495.799711 | 48.455989 | 12.029813 | 8.0 | 0.684327 | 19.976573 | 3.255725 | 30.639338 | 80.595045 | 1.400464 | 1012.800375 | 2.0 | 3.0 | 0.0 | 0.538600 | 65.038226 | 6.459258 | 156.510814 | 0 |
| 9 | 37.895969 | 286.739018 | 8.023472 | 34.621777 | 9.0 | 0.835760 | 1.670913 | 0.351423 | 49.297454 | 34.358446 | 4.676584 | 1001.328785 | 2.0 | 2.0 | 3.0 | 0.379771 | 0.587198 | 11.401485 | 47.093961 | 1 |
| temperature | irradiance | humidity | panel_age | maintenance_count | soiling_ratio | voltage | current | module_temperature | cloud_coverage | wind_speed | pressure | string_id | error_code | installation_type | efficiency | power_output | temp_diff | soiled_irradiance | has_error | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| id | ||||||||||||||||||||
| 19990 | 31.776213 | 884.579909 | 55.773012 | 0.866860 | 4.0 | 0.697663 | 22.525692 | 1.516564 | 40.616904 | 46.919123 | 7.605048 | 1037.104865 | 1.0 | 3.0 | 2.0 | 0.646254 | 34.161653 | 8.840691 | NaN | 0 |
| 19991 | 33.250663 | 487.697634 | 82.646021 | 34.781767 | 2.0 | 0.697663 | 53.443040 | 1.558413 | 37.106689 | 32.202555 | 11.878649 | 1003.278358 | 3.0 | 1.0 | 2.0 | 0.395290 | NaN | 3.856026 | NaN | 1 |
| 19992 | 44.838824 | 632.539477 | 41.471813 | 4.354317 | 0.0 | 0.532100 | 29.798655 | 4.137808 | 51.026935 | 24.155580 | 9.643339 | 1007.018708 | 2.0 | 2.0 | 3.0 | 0.558259 | 123.301120 | 6.188111 | 295.965345 | 1 |
| 19993 | 25.855841 | 315.862679 | 5.012468 | 9.015300 | 2.0 | 0.571735 | 18.549739 | 0.713793 | 29.510798 | 68.449257 | 14.368007 | 1023.618837 | 3.0 | 0.0 | 0.0 | 0.451884 | 13.240668 | 3.654957 | 135.272821 | 1 |
| 19994 | 15.629977 | 258.801247 | 58.188781 | 17.497731 | 3.0 | 0.660319 | 0.000000 | 0.215713 | 22.627634 | 1000.000000 | 14.998719 | 1022.496916 | 1.0 | 2.0 | 0.0 | 0.441625 | 0.000000 | 6.997657 | 87.909894 | 1 |
| 19995 | 16.868428 | 499.654730 | 93.530318 | 14.393967 | 3.0 | 0.738911 | 12.147711 | 3.005355 | 26.206810 | 1.733013 | 12.594122 | 1018.374467 | 1.0 | 2.0 | 3.0 | 0.664907 | 36.508185 | 9.338381 | NaN | 1 |
| 19996 | 53.415061 | 296.970303 | 93.985714 | 25.997012 | 2.0 | 0.513061 | 0.000000 | 0.532119 | 65.000000 | 64.558667 | 0.976991 | 1016.081102 | 3.0 | 0.0 | 1.0 | 0.354070 | 0.000000 | 11.584939 | 144.606422 | 1 |
| 19997 | 2.442727 | 660.328019 | 37.968918 | 32.818396 | 9.0 | 0.548602 | 13.047950 | 4.075498 | 11.584869 | 57.730134 | 4.750937 | 1009.684461 | 3.0 | 3.0 | 3.0 | 0.419734 | 53.176896 | 9.142142 | 298.070947 | 0 |
| 19998 | 24.720345 | 632.760700 | 43.014702 | 19.063517 | 4.0 | 0.697663 | 0.000000 | 1.068906 | 21.149351 | 78.123689 | 11.304158 | 1006.673875 | 0.0 | 0.0 | 3.0 | 0.661963 | 0.000000 | NaN | NaN | 1 |
| 19999 | 25.311591 | 793.745224 | 28.918781 | 20.073134 | 1.0 | 0.971922 | 41.247616 | 4.017684 | 32.623079 | 95.807146 | 7.276422 | 1017.394804 | 2.0 | 3.0 | 1.0 | 0.714566 | 165.719882 | 7.311488 | 22.286641 | 0 |